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mlsentiment: allow custom tokenizers (#1026)

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* allow custom tokenizers

allows use of tokens object to specifiy custom tokenizers

updated mlsentiment to v2.0.0 (with temporary fix for comparative score applied)

updated documentation

* update unit tests
This commit is contained in:
Chuan Khoo
2023-09-01 06:25:00 +10:00
committed by GitHub
parent 8a29f9e379
commit b67452d569
5 changed files with 138 additions and 90 deletions
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6
analysis/mlsentiment/locales/en-US/mlsentiment.html
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@@ -4,14 +4,16 @@
<h3>Outputs</h3>
<dl class="message-properties">
<dt>sentiment <span class="property-type">object</span></dt>
<dd>contains the resulting AFINN-111 sentiment.</dd>
<dd>contains the resulting AFINN-165 sentiment.</dd>
<dt>sentiment.score <span class="property-type">number</span></dt>
<dd>the sentiment score.</dd>
</dl>
<h3>Inputs</h3>
<dl class="message-properties">
<dt>words <span class="property-type">object</span></dt>
<dd>an object of words and scores to override or add words can be supplied - <code>{ word:score,... }</code>.</dd>
<dd>besides sending a raw string in msg.payload, an object of words and scores to override or add words can be supplied - <code>{ word:score,... }</code>.</dd>
<dt>tokens <span class="property-type">object</span></dt>
<dd>a `tokens` object allows custom tokenizers which may be required by some languages - <code>{ ['世界',...] }</code>.</dd>
</dl>
<dl class="message-properties">
<dt>lang <span class="property-type">string</span></dt>

8
analysis/mlsentiment/locales/ja/mlsentiment.html
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@@ -4,17 +4,19 @@
<h3>出力</h3>
<dl class="message-properties">
<dt>sentiment <span class="property-type">オブジェクト</span></dt>
<dd>AFINN-111による感情分析の結果</dd>
<dd>AFINN-165による感情分析の結果</dd>
<dt>sentiment.score <span class="property-type">数値</span></dt>
<dd>感情分析スコア</dd>
</dl>
<h3>入力</h3>
<dl class="message-properties">
<dt>overrides <span class="property-type">オブジェクト</span></dt>
<dt>words <span class="property-type">オブジェクト</span></dt>
<dd>単語スコアの上書きをするためのオブジェクト - <code>{ word:score,... }</code></dd>
<dt>tokens <span class="property-type">object</span></dt>
<dd>一部の言語で必要となるカスタム トークナイザーが可能になります - <code>{ ['世界',...] }</code>.</dd>
</dl>
<h3>詳細</h3>
<p>ゼロ以上のスコアはポジティブ、ゼロ以下はネガティブを意味します。</p>
<p>スコアの範囲は通常-5から+5ですが、より大きかったり小さかったりすることもあります。</p>
<p>詳細は<a href="https://github.com/marcellobarile/multilang-sentiment/blob/develop/README.md" target="_blank">the Multilang-Sentiment docs here</a>を参照してください。</p>
</script>
</script>